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Based on Game Theory and Multi- Agent Negotiation Cup Virtual System Construction

Author: ShenJing
Tutor: XiaYouMingï¼›SunZuo
School: Yunnan Normal University
Course: Computer Software and Theory
Keywords: Multi-Agent Systems Game Theory Virtual Football Switch
CLC: TP391.9
Type: Master's thesis
Year: 2007
Downloads: 54
Quote: 0
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Abstract


With the rapid development of computer technology, artificial intelligence Agent and Multi-Agent technology has become a new hot research field; social activities universalization of economic behavior makes game theory continues to expand and mature, the application of game theory gradually penetrated to the different fields of study. The game theory approach to the introduction of Multi-Agent Systems, Agent system makes the application of more practical significance. Based on Game Theory and Multi-Agent Negotiation idea of ??combining, the Multi-Agent collaboration between organizations and communications, as well as different contexts game strategy chosen different methods are combined to establish a Multi-Agent based on game theory and negotiation Cup virtual systems. Through the virtual soccer system (Soccer Game Virtual System: SGVS) study, this paper work is mainly the following aspects: (1) gives the Agent related concepts and elements of game theory in general, as well as elements of the game in sports in the Game reflect and analyze the shooting of a virtual soccer game strategy. Based on the virtual football SGVS system's main features and functions described in SGVS system can enter the virtual players before the game parameters, game strategy, and formation and other relevant data changes. (2) For Agent problem of limited resources, the introduction of the concept of the role of information and knowledge base and type. Among them, in the knowledge base in the form of production rules in order to store the rules of the game and knowledge can make use of this knowledge to achieve a good match between the players. (3) According to the short period of physical exertion Agent approximate linear attenuation law, according to the information to predict, role switching and trigger mechanism is proposed based organizations an effective team strategy and the role of community-based benefits exchange algorithm, making internal consultation and cooperation to obtain the maximum benefit . (4) experimental analysis through simulation game in a virtual lab environment the game, the game both teams each take a single game strategy is not globally optimal. The results showed that the use of game theory and multi-Agent Negotiation engaging community-based effective strategy chosen method is feasible and effective, making the team team dynamic game with incomplete information environment, can make full use of limited resources improve group effectiveness. Experimental results show that, SGVS system build is successful, the role of community-based utility exchange strategy to effectively control the strength of Agent and Agent fully utilize limited resources, so that the whole team players remain relatively stable physical condition, avoiding the main the offensive player or guard because of excessive fatigue and reduce running into the overall team strength. Agent

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Computer simulation
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